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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 12401837 B1

PDFFull Text
Date of Patent:
Aug. 26, 2025

Filed:

Mar. 07, 2024

Machine learning techniques for advanced frequency management

Applicant:

Tubi, Inc., San Francisco, CA (US);

Inventors:

Khaldun Matter Ahmad Aldarabsah, Santa Clara, CA (US);

Hailong Geng, Beijing, CN;

Yu Tao Zhao, Olympia, WA (US);

Yoshihiro Tanaka, Redmond, WA (US);

Haofei Wang, Redwood City, CA (US);

Mark Alden Rotblat, Lafayette, CA (US);

Jaya Kawale, San Jose, CA (US);

Chang She, San Francisco, CA (US);

Marios Assiotis, Park City, UT (US);

Joseph Gallagher, San Francisco, CA (US);

Chiyu Zhong, Bloomington, IN (US);

Amir Mazaheri, Mountain View, CA (US);

Assignee:

Tubi, Inc., San Francisco, CA (US);

Attorney:

Redbrick IP, P.C.

Primary Examiner:

Nasser M Goodarzi

Assistant Examiner:

Alexander Boyd

Int. Cl.
CPC ...
H04N 21/234 (2011.01); G06Q 30/0241 (2023.01); G06Q 30/0242 (2023.01); G06Q 30/0251 (2023.01); G06V 10/70 (2022.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 20/40 (2022.01); H04N 21/25 (2011.01); H04N 21/262 (2011.01);
U.S. Cl.
CPC ...
H04N 21/23424 (2013.01); G06Q 30/0245 (2013.01); G06Q 30/0251 (2013.01); G06Q 30/0277 (2013.01); G06V 10/70 (2022.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 20/41 (2022.01); G06V 20/46 (2022.01); H04N 21/251 (2013.01); H04N 21/26208 (2013.01);
Abstract

Systems and methods for frequency management, including: an online media service configured to receive a request for a media item, the request comprising a recipient identifier of a recipient, and identify a set of candidate media items ranked based at least partially on relevance to the recipient; and a frequency management service configured to: (i) identify a quantity of impressions associated with a first candidate media item of the set of candidate media items and the recipient identifier over a preceding duration of time, (ii) identify a maximum frequency threshold, (iii) determine, based on the quantity of impressions, that the maximum frequency threshold is exceeded, (iv) exclude the first candidate media item from a result set based on the frequency threshold being exceeded, and (v) provide the result set comprising an identifier of a second candidate media item in response to the request.

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